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Machine Learning-Based System Automates Street Sign Detection and Classification

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Geospatial scientists at RMIT University have used deep learning to produce an autonomous system for detecting traffic signs on Google Street View images. The system could allow local governments and traffic managers to monitor street signs and identify those in need of replacement or repair. The scientists trained a custom object-detection model to detect and classify “Stop” and “Give Way” signs from images captured at intersection approaches. A photogrammetry approach was applied to calculate the approximate location of each detected sign in 2D geographical...Read full article

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